# Visualisations Words that effect sentiment

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**Category:** Beginners\
**Created:** [June 22, 2021, 11:06am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fvisualisations-words-that-effect-sentiment%2F7057 "2021-06-22T11:06:24Z")\
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**Author:** ![theudster](https://avatars.discourse-cdn.com/v4/letter/t/97f17d/32.png) [@theudster](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Ftheudster)%5C
**Post date:** [June 22, 2021, 11:06am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fvisualisations-words-that-effect-sentiment%2F7057%2F1 "2021-06-22T11:06:24Z")

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Hello all,

I have finetuned BERT on two different training sets for sentiment analysis. I would like to see if there was a difference caused by this. I was therefore wondering if there is a way to visualise keywords that lead to positive/negative sentiments to explore the model?

Thank you!